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An AWS-based data pipeline to collect, process, store, and monitor Twitter streaming data thoughout the COVID-19 pandemic in support of local, regional, and national public health initiatives.

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Twitter COVID-19 Stream Processing - An AWS-based data pipeline to collect, process, store, and monitor Twitter streaming data thoughout the COVID-19 pandemic

  • Description: A core component of the Center for Digital Health (CDH) AWS data infrastructure and project portfolio, which enabled real-time surveillance of emerging trends at regional and national levels, rapid implementation of local education and support programs, and high-impact academic research at the intersection of public health, epidemiology, and natural language processing.
  • Role: Lead Data Scientist allocated to the Twitter COVID-19 stream processing project and related initiatives.

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An AWS-based data pipeline to collect, process, store, and monitor Twitter streaming data thoughout the COVID-19 pandemic in support of local, regional, and national public health initiatives.

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python nlp aws text-mining automation twitter twitter-streaming-api stream-processing operations public-health high-performance-computing topic-modeling tweepy data-pipelines operations-research public-health-care academic-research multi-threaded-programming real-time-surveillance public-health-insights

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